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Image processing method and device and storage medium

An image processing device and an image processing technology are applied in the field of image processing, which can solve the problems of lack of image processing methods and inability to obtain results from small-sized pathological images, and achieve the effects of improving the accuracy of lesion detection, improving the processing effect, and saving computing resources.

Active Publication Date: 2019-07-26
SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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Problems solved by technology

[0004] However, the current computer-aided diagnosis method is mainly used to process large-scale pathological images containing large tissue slices, but it cannot achieve better results when used to process small-scale pathological images containing small tissue slices, so there is still a lack of A more accurate and refined image processing method

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  • Image processing method and device and storage medium
  • Image processing method and device and storage medium
  • Image processing method and device and storage medium

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Embodiment Construction

[0083] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts fall within the protection scope of the present invention.

[0084] This application is mainly applied to image processing equipment, which can be traditional image processing equipment, computer-aided diagnosis equipment, remote diagnosis equipment, biopsy pathology large-scale screening aided diagnosis equipment, or the third and fourth embodiments of this application The described image processing device is not limited in this application. When the image processing device interacts with other devices, the image processing device and ot...

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Abstract

The invention discloses an image processing method and device and a storage medium, and the method comprises the steps: carrying out the segmentation of a pathological image, obtaining one or more foreground images, and determining the source of each foreground image in the one or more foreground images; determining a focus type of each foreground image in the one or more foreground images; and determining the focus type of the pathological image according to the distribution condition of the foreground image with the same source under each focus type. The slice image of the tissue block, namely the foreground image, is segmented from the background in the pathological image. The focus type of the foreground image and the tissue block to which the foreground image belongs are determined, and then the focus type of the pathological image is determined according to the distribution condition of the foreground image belonging to the same tissue block under each focus type.

Description

technical field [0001] The present application relates to the field of image processing, and in particular to an image processing method, device and storage medium. Background technique [0002] A pathological image is an image that includes a section of a part of human tissue, and is one of the gold standards and important basis for clinical diagnosis of tumor tissues and cells. The traditional pathological image diagnosis method is for doctors to manually read the slices to determine the type of tissue lesions contained in the pathological image. But this method is not only time-consuming and laborious, but also because it is too dependent on the doctor's clinical experience, so there are often cases of diagnostic errors. [0003] In this regard, the computer-aided diagnosis method can be used to realize automatic film reading, that is, the machine is used to process the pathological image to determine the type of tissue lesions contained in the pathological image. This m...

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Application Information

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IPC IPC(8): G06T7/00G06T7/11G06T7/194
CPCG06T7/0012G06T2207/20081G06T2207/20084G06T2207/30096G06T7/11G06T7/194
Inventor 黄晓迪李嘉辉陈文熊一能
Owner SHANGHAI SENSETIME INTELLIGENT TECH CO LTD
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